Coherence-aware stereophonic residual echo estimation. - Maria Luis Valero; Ilkay Yildiz; Edwin Mabande; Emanuël A. P. Habets (HSCMA, 2017)

M-Estimation-Based Subspace Learning for Brain Computer Interfaces. - Berkan Kadioglu; Ilkay Yildiz; Pau Closas; Deniz Erdogmus (IEEE J. Sel. Top. Signal Process., 2018)

From hand-perspective visual information to grasp type probabilities: deep learning via ranking labels. - Mo Han; Sezen Yagmur Günay; Ilkay Yildiz; Paolo Bonato; Cagdas D. Onal; Taskin Padir; Gunar Schirner; Deniz Erdogmus (PETRA, 2019)

Classification and comparison via neural networks. - Ilkay Yildiz; Peng Tian; Jennifer G. Dy; Deniz Erdogmus; James M. Brown 001; Jayashree Kalpathy-Cramer; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (Neural Networks, 2019)

Deep Ranking for Style-Aware Room Recommendations (Student Abstract). - Ilkay Yildiz; Esra Ataer Cansizoglu; Hantian Liu; Peter B. Golbus; Ozan Tezcan; Jae-Woo Choi (AAAI, 2020)

Fast and Accurate Ranking Regression. - Ilkay Yildiz; Jennifer G. Dy; Deniz Erdogmus; Jayashree Kalpathy-Cramer; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (AISTATS, 2020)

Image-Driven Furniture Style for Interactive 3D Scene Modeling. - Tomer Weiss 001; Ilkay Yildiz; Nitin Agarwal 002; Esra Ataer Cansizoglu; Jae-Woo Choi (Comput. Graph. Forum, 2020)

Deep Spectral Ranking. - Ilkay Yildiz; Jennifer G. Dy; Deniz Erdogmus; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (AISTATS, 2021)

Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity. - Veysi Yildiz; Stratis Ioannidis; Ilkay Yildiz; Peng Tian; John Peter Campbell; Susan Ostmo; Jayashree Kalpathy-Cramer; Michael F. Chiang; Deniz Erdogmus; Jennifer G. Dy (ISBI, 2021)

Dynamics-aware Representation Learning via Multivariate Time Series Transformers. - Michael Potter; Ilkay Yildiz Potter; Octavia I. Camps; Mario Sznaier (ESANN, 2022)

Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. - Ilkay Yildiz Potter; George Zerveas; Carsten Eickhoff; Dominique Duncan (ICMLA, 2022)

Unsupervised seizure identification on EEG. - Ilkay Yildiz; Rachael Garner; Matthew Lai; Dominique Duncan (Comput. Methods Programs Biomed., 2022)

Spectral Ranking Regression. - Ilkay Yildiz; Jennifer G. Dy; Deniz Erdogmus; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (ACM Trans. Knowl. Discov. Data, 2022)

Using Deep Learning to Detect the Presence and Location of Hemoperitoneum on the Focused Assessment with Sonography in Trauma (FAST) Examination in Adults. - Megan M. Leo; Ilkay Yildiz Potter; Mohsen Zahiri; Ashkan Vaziri; Christine F. Jung; James A. Feldman (J. Imaging Inform. Medicine, 2023)

Automated Bone Tumor Segmentation and Classification as Benign or Malignant Using Computed Tomographic Imaging. - Ilkay Yildiz Potter; Diana Yeritsyan; Sarah Mahar; Jim Wu; Ara Nazarian; Aidin Vaziri; Ashkan Vaziri (J. Digit. Imaging, 2023)

Automated detection and localization of pericardial effusion from point-of-care cardiac ultrasound examination. - Ilkay Yildiz Potter; Megan M. Leo; Ashkan Vaziri; James A. Feldman (Medical Biol. Eng. Comput., 2023)